{"id":"https://openalex.org/W4293421034","doi":"https://doi.org/10.1007/s12652-022-04354-2","title":"Attribution rollout: a new way to interpret visual transformer","display_name":"Attribution rollout: a new way to interpret visual transformer","publication_year":2022,"publication_date":"2022-08-29","ids":{"openalex":"https://openalex.org/W4293421034","doi":"https://doi.org/10.1007/s12652-022-04354-2"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-022-04354-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-022-04354-2","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073263476","display_name":"Li Xu","orcid":"https://orcid.org/0000-0003-4950-0789"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Xu","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Nantong Street, Harbin, 150001, Heilongjiang, China","Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Qianjin Street, Changchun, 130012, Jilin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Nantong Street, Harbin, 150001, Heilongjiang, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Qianjin Street, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101539993","display_name":"Xin Yan","orcid":"https://orcid.org/0000-0002-5053-5447"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yan","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Nantong Street, Harbin, 150001, Heilongjiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Nantong Street, Harbin, 150001, Heilongjiang, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075931235","display_name":"Weiyue Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weiyue Ding","raw_affiliation_strings":["Department of Medicine, Harvard Medical School, Longwood Avenue, Boston, MA, 02115, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Harvard Medical School, Longwood Avenue, Boston, MA, 02115, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101826745","display_name":"Zechao Liu","orcid":"https://orcid.org/0000-0002-9350-5168"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zechao Liu","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Nantong Street, Harbin, 150001, Heilongjiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Nantong Street, Harbin, 150001, Heilongjiang, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073263476"],"corresponding_institution_ids":["https://openalex.org/I151727225","https://openalex.org/I194450716"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.5172,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85334179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"163","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8225356340408325},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7785021662712097},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.6877171993255615},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6523820161819458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4919435679912567},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.45529747009277344},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.43228480219841003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4215320646762848},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09242761135101318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8225356340408325},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7785021662712097},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6877171993255615},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6523820161819458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4919435679912567},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.45529747009277344},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.43228480219841003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4215320646762848},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09242761135101318},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-022-04354-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-022-04354-2","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2374731586","display_name":null,"funder_award_id":"93K172021K04","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2834703628","display_name":null,"funder_award_id":"62172122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3696012545","display_name":null,"funder_award_id":"2021ZD0200406","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2117539524","https://openalex.org/W2117741877","https://openalex.org/W2190008860","https://openalex.org/W2195388612","https://openalex.org/W2267186426","https://openalex.org/W2295107390","https://openalex.org/W2336525064","https://openalex.org/W2606462007","https://openalex.org/W2776207810","https://openalex.org/W2903165775","https://openalex.org/W2946794439","https://openalex.org/W2962858109","https://openalex.org/W2963081790","https://openalex.org/W2963606198","https://openalex.org/W2970231061","https://openalex.org/W2988157455","https://openalex.org/W2997520586","https://openalex.org/W2998539612","https://openalex.org/W3012430016","https://openalex.org/W3035253074","https://openalex.org/W3035422918","https://openalex.org/W3087934602","https://openalex.org/W3096609285","https://openalex.org/W3101609372","https://openalex.org/W3109440167","https://openalex.org/W3173787059","https://openalex.org/W3176196997","https://openalex.org/W3196453133","https://openalex.org/W3214128139","https://openalex.org/W4200230997","https://openalex.org/W6600159499","https://openalex.org/W6600213211","https://openalex.org/W6609117478","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W4206534706","https://openalex.org/W4229079080","https://openalex.org/W3203961807","https://openalex.org/W4205364923","https://openalex.org/W3012234327","https://openalex.org/W3006943036","https://openalex.org/W3191046242","https://openalex.org/W4294031299","https://openalex.org/W3119715496","https://openalex.org/W3157017075"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}